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Ai

184 posts filed under Ai.

Jan 10, 2026 Technical Debt & Economics

Why Your AI Project Failed at the Data Layer

Rule of thumb: AI success is 20% model and 80% data infrastructure.

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Jan 8, 2026 Organizational Dynamics

Hero Dependency: Why Your Best Work Makes You Replaceable

The best proof of your value is a team that doesn't need you anymore.

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Jan 7, 2026 Data Architecture

Shadow Data Costs Your Team 8-9 Hours/Week

Your team can lose 8-9 hours/week to shadow data. And they actually don't call it that.

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Jan 6, 2026 Technical Debt & Economics

GenAI Risks: The Billion-Euro Wake-Up Call

GenAI failures are poised to cost enterprises billions in wasted budget. Many won't be tech failures.

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Jan 5, 2026 Organizational Dynamics

Team Alignment Sprint: 3 Outputs Teams Actually Use

A 4-week sprint. 3 outputs. Zero slide decks nobody reads.

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Jan 4, 2026 Organizational Dynamics

You're Hiring Data Engineers Wrong

You're hiring data engineers wrong. And your best candidates know it.

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Jan 3, 2026 Technical Debt & Economics

FinOps Reality Check: 60% Wasted Spend

Up to 60% of your cloud spend can go to waste. And nobody owns the problem.

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Jan 1, 2026 Technical Debt & Economics

3 Ways to Escape the 40% Maintenance Trap

Your engineers spend 40% on maintenance. Here's how to get half of that back.

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Dec 29, 2025 Organizational Dynamics

Why Your Data Team Is Burned Out

The "urgent" request took two hours. The context switch cost four.

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Dec 27, 2025 Technical Debt & Economics

Citizen Development Creates Enterprise Debt

The app your business team built in a week will cost IT six months to fix.

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